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20192025
most citedPaving the Way towards 800 Gbps Quantum-Secured Optical Channel Deployment in Mission-Critical Environments

11 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.LG2023

Reinforcement Learning in a Birth and Death Process: Breaking the Dependence on the State Space

Jonatha Anselmi, Bruno Gaujal, Louis-Sébastien Rebuffi

In this paper, we revisit the regret of undiscounted reinforcement learning in MDPs with a birth and death structure. Specifically, we consider a controlled queue with impatient jo…

cs.LG2021

Reinforcement Learning for Markovian Bandits: Is Posterior Sampling more Scalable than Optimism?

Nicolas Gast, Bruno Gaujal, Kimang Khun

We study learning algorithms for the classical Markovian bandit problem with discount. We explain how to adapt PSRL [24] and UCRL2 [2] to exploit the problem structure. These varia…